A Novel Online Product Recommendation System Based on Face Recognition and Emotion Detection

被引：0

作者：

Pauly, Leo ^{[1
]}

Sankar, Deepa ^{[1
]}

机构：

[1] Cochin Univ Sci & Technol, Sch Engn, Div Elect Engn, Cochin 682022, Kerala, India

来源：

2015 INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICCICCT) | 2015年

关键词：

User interaction; Computer vision; product recommendation; face detection; face recognition; gender identification; emotion detection;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper presents a novel method for online product recommendation using facial image recognition and emotional feedback for online users. The system detects the faces of the users from the live camera stream along with gender identification and product recommendation algorithms for targeting products to the right user. It also uses an emotion detection technique for getting a feedback about the recommended product. The developed system improves user interaction and can be used in online shopping websites and other places where efficient product recommendation methods are required. It also helps to market products more effectively in a user friendly manner.

引用

页码：329 / 334

页数：6

共 15 条

[1]

[Anonymous], 2008, P 17 ACM C INF KNOWL

[2]

[Anonymous], P IEEE INT C IM PROC

[3] Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection [J].

Belhumeur, PN ;

Hespanha, JP ;

Kriegman, DJ .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1997, 19 (07) :711-720

[4] A movie recommendation algorithm based on genre correlations [J].

Choi, Sang-Min ;

Ko, Sang-Ki ;

Han, Yo-Sub .

EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (09) :8079-8085

[5]

Freund Y., 1999, Journal of Japanese Society for Artificial Intelligence, V14, P771

[6]

Friedman J. H., 1977, ACM Transactions on Mathematical Software, V3, P209, DOI 10.1145/355744.355745

[7] A Personalized Recommendation Algorithm on Integration of Item Semantic Similarity and Item Rating Similarity [J].

Gong, Songjie .

JOURNAL OF COMPUTERS, 2011, 6 (05) :1047-1054

[8]

Gonzalez Rafael C., 2004, DIGITAL IMAGE PROCES

[9]

Lemieux A, 2002, INT C PATT RECOG, P421, DOI 10.1109/ICPR.2002.1044743

[10]

Mahalanobsis P.C, 1936, GEN DISTANCE STAT

← 1 2 →